AI that follows your team's standards - not its own assumptions
Define your coding standards, component rules, and architectural guidelines once. Tseha exposes them via MCP so every AI coding agent follows your team's conventions automatically - on every request, across every project.
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Client-agnostic. Works with any MCP-compatible agent - Claude Code, Cursor, GitHub Copilot, and more.
AI codes well - just not by your team's rules
Without structured access to your engineering knowledge, AI follows generic best practices instead of your team's specific conventions, components, and architectural decisions.
AI invents patterns instead of following yours
AI creates new abstractions instead of using your established ones. Each developer gets different output - none of it aligned with your team's actual conventions.
Your standards are inaccessible to AI
Engineering rules live in PR comments, Slack threads, and senior developer memory. AI cannot follow what it cannot access.
No consistent enforcement across projects
Without a structured knowledge source, different developers prompt AI differently - and get different results. Your standards drift the moment a new project starts.
Three steps to AI that ships production-ready code
Define your standards once. Every AI request benefits automatically - no prompting, no copying, no drift.
Register your organization
Sign in with Google. Create an organization. Done - it takes 2 minutes.
Define your development knowledge
Add coding standards, component definitions, architectural rules, framework conventions, and implementation guidelines. Structured, versioned, and queryable.
Add .mcp.json to your repo
One config file and AI coding agents automatically query your standards, components, and rules for every task they perform.
{
"mcpServers": {
"tseha": {
"type": "http",
"url": "https://tseha.io/mcp",
}
}
}Your standards, respected on every AI request
Every piece of your engineering knowledge - structured, versioned, and automatically available to every AI agent on every request.
Coding standards
Global rules for the whole org plus per-framework rules for React, Next.js, Vue, and more. AI merges them automatically - and follows your conventions instead of inventing its own.
Component definitions
Document components with purpose, props, usage rules, and anti-patterns. AI reaches for your approved components and uses them correctly - every time.
Architectural rules
Define boundary rules, forbidden patterns, and required abstractions. AI respects your architecture and does not invent new ones.
Implementation examples
Provide approved implementations and anti-patterns side by side. AI follows your actual patterns - not generic ones from its training data.
Multi-project
One organization, multiple projects with overrides. Each project gets a merged context - global standards plus project-specific rules - enforced consistently.
Automation & CI
Issue long-lived, read-only API tokens so CI pipelines, code-review bots, and automation tools like n8n or Zapier query your standards too - scoped per project and revocable any time.
Your AI writes code that fits - because it asked first
- Agent queries Tseha before implementing - fetching only the standards relevant to the current task.
- No long system prompts. No manually maintained context files. Knowledge is always current.
- Query results include coding rules, approved components, architectural constraints, and anti-patterns - all in structured form.
See it in action
Your agent asks Tseha for the component before writing code — so it uses the right import, the right variant, and avoids your anti-patterns.
// Agent calls: get_component("Button")
{
"name": "Button",
"import_path": "@acme/ui",
"when_to_use": "Primary and secondary actions.",
"anti_patterns": "Don't use <Button> as a link — use <Link>.",
"props_schema": {
"variant": { "type": "'primary' | 'secondary'" }
}
}// Generic AI guess — wrong import, invented props
import { Button } from "@mui/material";
<Button color="blue" type="rounded">
Save
</Button>// After querying Tseha — matches your design system
import { Button } from "@acme/ui";
<Button variant="primary">
Save
</Button>Every role wins when AI writes code that fits
Less rework for developers. Standards that hold for architects. Quality at scale for engineering leadership.
Engineering Lead / Architect
Your standards stop living in your head and start being enforced automatically. Define once - every AI request across every project respects what you've built. Version and audit every change.
Developer
AI suggestions stop getting rejected in review. One .mcp.json in your repo and AI agents know your team's conventions - no prompt babysitting, no pattern drift.
CTO / VP Engineering
AI velocity without the quality tax. Architectural boundaries hold, approved patterns propagate, and your best engineers spend time building - not reviewing AI code that missed the mark.
Frequently asked questions
Anything else? Ask us directly.
Simple pricing, no surprises
Start for free. Scale when ready.
Starter
Free forever - solo devs & trials
- 1 project
- Up to 3 members
- Up to 3 packages
- 5 standards (2,000 chars each)
- Global + per-framework rules
- Full MCP server & query tools
- Content encrypted at rest
- Community support
Team
For teams shipping with AI
- Everything in Starter, plus:
- Up to 10 projects
- Up to 15 members
- Up to 10 packages
- 20 standards (6,000 chars each)
- AI package import (npm & ZIP)
- Semantic component search
- AI-generated standard summaries
- Figma design token sync
- Update & breaking-change tracking
- Audit log
- Long-lived API tokens for automation & CI
- Priority support
Enterprise
For large organizations
- Everything in Team, plus:
- Unlimited projects
- Unlimited members
- Unlimited packages
- Unlimited coding standards
- Notion documentation import
- Custom MCP rate limits
- Dedicated onboarding & support
Your source code never flows to Tseha - the MCP server only serves context to your agent. Your standards and content are encrypted at rest, hosted in the EU. No credit card to start.
All prices are net and exclude applicable taxes.
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